Object Identification for Manufacturing | Russell Innovation Center for Entrepreneurs
Caroline Dunn Caroline Dunn
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 Published On Aug 27, 2024

In this video, we explore how object identification technology is transforming manufacturing processes. By leveraging advanced AI, companies can enhance production efficiency through:
Identifying different types of parts
Detecting defects in objects
Ensuring workers are wearing the correct PPE (Personal Protective Equipment)

The project highlights include:
Training the AI model on thousands of images from various angles
Fine-tuning the model's confidence levels
Utilizing a webcam to capture and feed images directly into the system

Discover how these innovations are driving manufacturing excellence at the Russell Innovation Center for Entrepreneurs.

Russell Innovation Center for Entrepreneurs (RICE) - https://russellcenter.org/
RICE is an economic mobility engine for the community: driving Black entrepreneurs and small business owners to innovate, grow, create jobs, and build wealth.

Mark Lawson -   / mark-lawson-cleveranchor  
Technologists of Color - https://techsofcolor.org/

Georgia AIM - Artificial Intelligence in Manufacturing - https://georgiaaim.org/

Project: Object Identification with Computer Vision - https://uga.gaa.im/html/computervisio...
Step-by-Step Software setup tutorial - https://uga.gaa.im/module_pages/k1_1

Hardware:
Anker Webcam - https://amzn.to/3YOZqKz
Zima Board 432 - https://amzn.to/3SMRVjx
Amazon Affiliate Links

Software:
Front end built on Streamlit.io - https://streamlit.io/
Yolov5 - https://github.com/ultralytics/yolov5...
Hugging Face - https://huggingface.co/fcakyon/yolov5...

This tutorial was provided for free from the Russell Innovation Center for Entrepreneurs. If you enjoyed this video, please consider making a donation at https://russellcenter.org/

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LinkedIn -   / riceatlanta  
IG -   / riceatlanta  

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